Search Results for author: Guangjie Leng

Found 2 papers, 0 papers with code

Understanding Time Series Anomaly State Detection through One-Class Classification

no code implementations3 Feb 2024 Hanxu Zhou, Yuan Zhang, Guangjie Leng, Ruofan Wang, Zhi-Qin John Xu

Therefore, in this article, we try to re-understand and define the time series anomaly detection problem through OCC, which we call 'time series anomaly state detection problem'.

One-Class Classification Time Series +2

Force-in-domain GAN inversion

no code implementations13 Jul 2021 Guangjie Leng, Yekun Zhu, Zhi-Qin John Xu

An in-domain GAN inversion approach is recently proposed to constraint the inverted code within the latent space by forcing the reconstructed image obtained from the inverted code within the real image space.

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